We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM245 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
64.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
42.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
41.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
40.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
39.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
38.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
37.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
36.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
35.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
35.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
35.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
34.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
31.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
31.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
28.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
27.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
25.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
25.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
24.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
24.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
21.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
20.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
20.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
20.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
16.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
15.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
15.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
14.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
13.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
11.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
5.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM245 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
70.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
59.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
58.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
58.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
52.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
47.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
46.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
45.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
44.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
42.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
42.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
42.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
42.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
41.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
40.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
40.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
39.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
38.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
38.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
38.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
37.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
37.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
37.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
37.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
37.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
36.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
36.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
36.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
36.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
36.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
35.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
35.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
35.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
35.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
35.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
35.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
34.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
34.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
33.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
33.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
33.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
33.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
33.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
33.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
32.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
32.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
32.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
32.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
32.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
32.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
32.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
31.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
31.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
31.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
31.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
31.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
30.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
30.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
30.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
30.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
30.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
29.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
29.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
29.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
29.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
29.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
29.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
28.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
28.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
28.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
28.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
28.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
28.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
28.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
27.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
27.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
27.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
27.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
27.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
27.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
27.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
27.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
27.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
27.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
27.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
26.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
26.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
26.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
26.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
26.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
26.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
26.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
25.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
25.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
25.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
25.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
25.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
25.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
25.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
25.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
25.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
25.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
24.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
24.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
24.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
24.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
24.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
24.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
24.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
24.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
24.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
23.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
23.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
23.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
23.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
23.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
23.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
23.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
22.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
22.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
22.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
22.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
22.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
22.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
22.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
22.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
22.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
21.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
20.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
20.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
20.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
20.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
20.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
20.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
20.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
19.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
19.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
19.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
19.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
19.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
19.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
19.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
19.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
19.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
19.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
18.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
18.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
18.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
17.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
17.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
17.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
16.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
16.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
15.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
15.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
15.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
14.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
14.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
14.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
14.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
14.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
14.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
14.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
14.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
13.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
13.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
13.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
12.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
11.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
11.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
11.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
9.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
8.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
8.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
7.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
7.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
6.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
6.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
6.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
5.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
5.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
3.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
2.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM245 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
66.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
60.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
53.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
50.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
48.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
48.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
47.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
46.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
46.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
46.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
44.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
43.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
42.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
41.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
39.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
39.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
39.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
39.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
38.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
38.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
37.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
37.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
36.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
36.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
36.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
35.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
33.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
31.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
30.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
29.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
29.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
29.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
27.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
25.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
24.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
24.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
22.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
21.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
21.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
20.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
19.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
17.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
17.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
17.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
17.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
15.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
14.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
12.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
12.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
11.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
9.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
8.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
8.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM245 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
85.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
82.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
69.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
67.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
67.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
65.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
63.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
61.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
61.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
57.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
56.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
53.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
51.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
50.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
50.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
47.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
47.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
47.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
46.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
45.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
42.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
42.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
40.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
40.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
39.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
37.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
37.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
36.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
36.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
36.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
35.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
35.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
33.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
33.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
33.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
32.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
32.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
32.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
32.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
32.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
31.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
31.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
31.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
30.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
30.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
29.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
29.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
29.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
29.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
29.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
29.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
27.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
27.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
26.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
26.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
26.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
25.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
25.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
25.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
24.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
24.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
23.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
23.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
23.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
23.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
23.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
23.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
22.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
22.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
21.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
21.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
21.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
21.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
20.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
20.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
20.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
20.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
19.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
18.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
18.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
18.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
18.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
17.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
17.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
17.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
16.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
16.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
16.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
16.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
16.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
16.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
15.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
15.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
15.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
15.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
14.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
14.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
13.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
13.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
13.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
13.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
12.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
12.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
11.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
10.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
10.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
9.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
9.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
9.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001230001
Normal
0.9
CPT0078660003
Tumor
0.9
CPT0002350011
Tumor
0.8
CPT0065450001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0000790001
Normal
0.7
CPT0001510001
Normal
0.6
CPT0078800003
Tumor
0.6
CPT0025110003
Tumor
0.6
CPT0025920001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0079510001
Normal
0.6
CPT0092800003
Normal
0.5
CPT0066430001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0088500001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0086890003
Normal
0.5
CPT0001190001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0079270003
Tumor
0.4
CPT0069190001
Normal
0.4
CPT0065750003
Tumor
0.4
CPT0078940001
Normal
0.4
CPT0087040003
Tumor
0.4
CPT0023360001
Normal
0.4
CPT0000660001
Normal
0.4
CPT0079300001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0025170003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0015730003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0088710001
Normal
0.3
CPT0086030003
Tumor
0.3
CPT0079000001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0092740003
Normal
0.3
CPT0078670001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0079480003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0020020001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0088780001
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0014130001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0088760003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0078840001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0025060001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0010160003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0065690003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0009000003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0012180003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0065930003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0081990003
Tumor
-0.3
CPT0065870003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0079180003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0081600003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0012080003
Tumor
-0.5
CPT0024670003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0014470001
Normal
-0.5
CPT0023350003
Tumor
-0.5
CPT0025230003
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0010110003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0025880003
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0088480003
Tumor
-0.7
CPT0081880003
Tumor
-0.8
CPT0001540009
Tumor
-0.8
CPT0012920003
Normal
-0.8
CPT0012900004
Tumor
-0.8
CPT0009080003
Normal
-0.9
CPT0025050003
Tumor
-1.0
CPT0088550004
Tumor
-1.1
CPT0009060003
Tumor
-1.1
CPT0017410003
Tumor
-2.5
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.